homotopy-continuation/README.md

# Homotopy Continuation in Julia

This is a project for the "Laboratorio Computazionale" exam at the University of Pisa

## Implemented

- Total-degree Homotopy with "Roots of unity" start system
- Euler-Newton predictor-corrector method with adaptive step size
- Homotopy Continuation for all roots of the target system

## TODO

- [~] Parallelization
- ~~Homogenization~~

## Example systems

Here's some tests on 2x2 systems, with the plotted real approximate solutions

$$
\begin{align*}
x^3 + 5x^2 - y - 10 &= 0 \\
2x^2 - y - 10 &= 0 \\
\end{align*}
$$

| Single-threaded   | Multi-threaded (nproc=6)        |
|-------------------|---------------------------------|
| ![Solution 1](plots/solutions1.png) | ![Multi-threaded Solution 1](plots/solutions1_6.png) |

---

$$
\begin{align*}
x^2 + 2y  &= 0 \\
y - 3x^3 &= 0 \\
\end{align*}
$$

| Single-threaded   | Multi-threaded (nproc=6)        |
|-------------------|---------------------------------|
| ![Solution 2](plots/solutions2.png) | ![Multi-threaded Solution 2](plots/solutions2_6.png) |

$$
\begin{align*}
x^2 + y^2 - 4 &= 0 \\
xy - 1 &= 0 \\
\end{align*}
$$

| Single-threaded   | Multi-threaded (nproc=6)        |
|-------------------|---------------------------------|
| ![Solution 3](plots/solutions3.png) | ![Multi-threaded Solution 3](plots/solutions3_6.png) |

---

$$
\begin{align*}
x^2 + y^2 - 2 &= 0 \\
xy - 1 &= 0 \\
\end{align*}
$$

| Single-threaded   | Multi-threaded (nproc=6)        |
|-------------------|---------------------------------|
| ![Solution 4](plots/solutions4.png) | ![Multi-threaded Solution 4](plots/solutions4_6.png) |